Object-based feedback attention in convolutional neural networks improves tumour detection in digital pathology

Abstract Human visual attention allows prior knowledge or expectations to influence visual processing, allocating limited computational resources to only that part of the image that are likely to behaviourally important. Here, we present an image recognition system based on biological vision that gu...

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Bibliographic Details
Main Authors: Andrew Broad, Alexander Wright, Clare McGenity, Darren Treanor, Marc de Kamps
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-80717-3